Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments: Hierarchical Bayesian Approach

Research output: Contribution to journalJournal articlepeer-review

Standard

Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments : Hierarchical Bayesian Approach. / Busk, Jonas; Faurholt-Jepsen, Maria; Frost, Mads; Bardram, Jakob E.; Kessing, Lars Vedel; Winther, Ole.

In: JMIR mHealth and uHealth, Vol. 8, No. 4, e15028, 01.04.2020.

Research output: Contribution to journalJournal articlepeer-review

Harvard

Busk, J, Faurholt-Jepsen, M, Frost, M, Bardram, JE, Kessing, LV & Winther, O 2020, 'Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments: Hierarchical Bayesian Approach', JMIR mHealth and uHealth, vol. 8, no. 4, e15028. https://doi.org/10.2196/15028

APA

Busk, J., Faurholt-Jepsen, M., Frost, M., Bardram, J. E., Kessing, L. V., & Winther, O. (2020). Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments: Hierarchical Bayesian Approach. JMIR mHealth and uHealth, 8(4), [e15028]. https://doi.org/10.2196/15028

Vancouver

Busk J, Faurholt-Jepsen M, Frost M, Bardram JE, Kessing LV, Winther O. Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments: Hierarchical Bayesian Approach. JMIR mHealth and uHealth. 2020 Apr 1;8(4). e15028. https://doi.org/10.2196/15028

Author

Busk, Jonas ; Faurholt-Jepsen, Maria ; Frost, Mads ; Bardram, Jakob E. ; Kessing, Lars Vedel ; Winther, Ole. / Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments : Hierarchical Bayesian Approach. In: JMIR mHealth and uHealth. 2020 ; Vol. 8, No. 4.

Bibtex

@article{c4f2115b79284a289e0f13f1e95edef1,
title = "Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments: Hierarchical Bayesian Approach",
keywords = "bipolar disorder, mood, early medical intervention, digital phenotyping, machine learning, forecasting, Bayesian analysis",
author = "Jonas Busk and Maria Faurholt-Jepsen and Mads Frost and Bardram, {Jakob E.} and Kessing, {Lars Vedel} and Ole Winther",
year = "2020",
month = apr,
day = "1",
doi = "10.2196/15028",
language = "English",
volume = "8",
journal = "J M I R mHealth and uHealth",
issn = "2291-5222",
publisher = "J M I R Publications, Inc.",
number = "4",

}

RIS

TY - JOUR

T1 - Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments

T2 - Hierarchical Bayesian Approach

AU - Busk, Jonas

AU - Faurholt-Jepsen, Maria

AU - Frost, Mads

AU - Bardram, Jakob E.

AU - Kessing, Lars Vedel

AU - Winther, Ole

PY - 2020/4/1

Y1 - 2020/4/1

KW - bipolar disorder

KW - mood

KW - early medical intervention

KW - digital phenotyping

KW - machine learning

KW - forecasting

KW - Bayesian analysis

U2 - 10.2196/15028

DO - 10.2196/15028

M3 - Journal article

C2 - 32234702

VL - 8

JO - J M I R mHealth and uHealth

JF - J M I R mHealth and uHealth

SN - 2291-5222

IS - 4

M1 - e15028

ER -

ID: 239565199